MCP serverio.github.ChanghuLiu/mcp-selection-lab

Benchmark MCP tool selection with metadata-only routing, collision, abstention, and holdout checks.

UNRATEDActivestreamable-httpmcp-selection-lab-production.up.railway.app

Overview

Score?

UNRATED 0.706

of what a free look can see, on 25 looks

Looks

last 1 day ago

Tools

More info

URL

mcp-selection-lab-production.up.railway.app/mcp

streamable-http

Says it is

mcp-selection-lab 0.5.1

protocol 2025-06-18

In the record since

27 days ago

Among servers18,413 with a card

0median 0.606 · this server 0.706 · highest on record 0.8561

Score, from free looks onlycomputed 3 days ago

UN
RATED

0.706

25 looks · 30 days · measures answering, whether its declared schemas are well formed and speed

The parts a free look scored, and what each adds to the composite
Component	Weight ?	Lower bound	Adds
liveness it answered at all	0.43	0.59	0.254
schema conformance the answer matched the shape it published	0.43	0.72	0.309
latency p95 it answered as fast as its class	0.14	1.00	0.143
Composite	1.00		0.706

Not measured: correctness, honesty, price stability ?

BURN_INFREE_TIER_ONLY

Verify it yourselfnpx teppi-check https://mcp-selection-lab-production.up.railway.app/mcpcurl -s https://api.teppi.xyz/v1/trust/mcp/mcs_01M1X6NWESA5TRV2A1X20JF9R9